freebird: Estimation and Inference for High Dimensional Mediation and Surrogate Analysis

Estimates and provides inference for quantities that assess high dimensional mediation and potential surrogate markers including the direct effect of treatment, indirect effect of treatment, and the proportion of treatment effect explained by a surrogate/mediator; details are described in Zhou et al (2022) <doi:10.1002/sim.9352> and Zhou et al (2020) <doi:10.1093/biomet/asaa016>. This package relies on the optimization software 'MOSEK', <https://www.mosek.com>.

Version:	1.0
Depends:	R (≥ 3.5.0), scalreg, Rmosek, Matrix
Imports:	stats, MASS
Published:	2022-09-27
DOI:	10.32614/CRAN.package.freebird
Author:	Ruixuan Zhou [aut, cph], Dave Zhao [aut, cph], Layla Parast [cre]
Maintainer:	Layla Parast <parast at austin.utexas.edu>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	yes
CRAN checks:	freebird results

Documentation:

Reference manual:

freebird.pdf

Downloads:

Package source:	freebird_1.0.tar.gz
Windows binaries:	r-devel: freebird_1.0.zip, r-release: freebird_1.0.zip, r-oldrel: freebird_1.0.zip
macOS binaries:	r-release (arm64): freebird_1.0.tgz, r-oldrel (arm64): freebird_1.0.tgz, r-release (x86_64): freebird_1.0.tgz, r-oldrel (x86_64): freebird_1.0.tgz

Reverse dependencies:

Reverse imports:

hdmed

Linking:

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